Matrix Algebra: Theory, Computations and Applications in Statistics (3rd Edition)
Matrix Algebra: Theory, Computations and Applications in Statistics
English | 2024 | ISBN: 3031421434 | 725 Pages | PDF EPUB (True) | 24 MB
English | 2024 | ISBN: 3031421434 | 725 Pages | PDF EPUB (True) | 24 MB
This 3rd edition offers a self-contained description of relevant aspects of matrix algebra for applications in statistics. It begins with fundamental concepts of vectors and vector spaces; covers basic algebraic properties of matrices and analytic properties of vectors and matrices in multivariate calculus; and concludes with a discussion on operations on matrices, in solutions of linear systems and in eigenanalysis. It also includes discussions of the R software package, with numerous examples and exercises.